Solved. This page was very helpful (though some of the AQL queries are 
outdated): 
https://docs.arangodb.com/cookbook/Graph/ExampleActorsAndMovies.html.

This is to find all the directors whose names start with "A" and have 
directed a Drama.

db._query("FOR e in imdb_edges FILTER e.$label == \"DIRECTED\" COLLECT 
director = DOCUMENT(e._from), movie = DOCUMENT(e._to) FILTER director.name 
LIKE 'A%' AND movie.genre == 'Drama' RETURN director").toArray()


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